# Introduction:
Department

Here are preliminary results of the bibliometric mapping of the 2022 Luxembourg research evaluation. Its purpose is:

The method for the research-field-mapping can be reiviewed here:

Rakas, M., & Hain, D. S. (2019). The state of innovation system research: What happens beneath the surface?. Research Policy, 48(9), 103787.

Seed Articles

The seed articles deemed representative for the active areas of research in the institution, and include authors affiliated with the institution. They can be selected in three ways:

  1. Via bibliographic clustering of the institutions publications and selection of most central articles per cluster (only clsuters where n >= 0.05N). Selection can be found at:https://github.com/daniel-hain/biblio_lux_2022/blob/master/output/seed/scopus_list_erin_seed.csv
  2. MAnual selection of relevant publications.
  3. A combination of 1. and 2.

The present analysis is based on the following seed articles:

AU PY TI JI
ANDRÉ CM;GUERRIERO G;LATEUR… 2022 IDENTIFICATION OF NOVEL CANDIDATE GENES INVOLVED IN APPLE CUTICLE INTEGRITY AND RUSSETING-ASSOCIA… PLANTS
MEHRTASH M;CAPITANESCU F;HE… 2021 A NEW BI-OBJECTIVE APPROACH FOR OPTIMAL SIZING OF ELECTRICAL AND THERMAL DEVICES IN ZERO ENERGY B… IEEE TRANS. SUSTAINABLE ENERGY
CALUSINSKA M;MARYNOWSKA M;B… 2020 INTEGRATIVE OMICS ANALYSIS OF THE TERMITE GUT SYSTEM ADAPTATION TO MISCANTHUS DIET IDENTIFIES LIG… COMMUN. BIOLOG.
RODRIGUEZ NB;KLAUS J 2019 CATCHMENT TRAVEL TIMES FROM COMPOSITE STORAGE SELECTION FUNCTIONS REPRESENTING THE SUPERPOSITION … WATER RESOUR. RES.
CHINI M;HOSTACHE R;PELICH R… 2019 PROBABILISTIC URBAN FLOOD MAPPING USING SAR DATA DIG INT GEOSCI REMOTE SENS …
MOLITOR D;SCHULTZ M;FRIEDRI… 2018 EFFICACY OF FENHEXAMID TREATMENTS AGAINST BOTRYTIS CINEREA IN GRAPEVINE AS AFFECTED BY TIME OF AP… CROP PROT.
BHATTARAI N;MALLICK K;BRUNS… 2018 REGIONAL EVAPOTRANSPIRATION FROM AN IMAGE-BASED IMPLEMENTATION OF THE SURFACE TEMPERATURE INITIAT… HYDROL. EARTH SYST. SCI.
CAPITANESCU F 2018 OPF INTEGRATING DISTRIBUTION SYSTEMS FLEXIBILITY FOR TSO REAL-TIME ACTIVE POWER BALANCE MANAGEMENT IET CONF PUBL
PETRI I;ALHAMAMI A;REZGUI Y… 2018 A VIRTUAL COLLABORATIVE PLATFORM TO SUPPORT BUILDING INFORMATION MODELING IMPLEMENTATION FOR ENER… IFIP ADVANCES IN INFORMATIO…
CENCI L;PULVIRENTI L;BONI G… 2017 AN EVALUATION OF THE POTENTIAL OF SENTINEL 1 FOR IMPROVING FLASH FLOOD PREDICTIONS VIA SOIL MOIST… ADV. GEOSCI.

General Overview over articles

Main Indicators: Publications, Authors, Countries (Tabular)

## 
## 
## MAIN INFORMATION ABOUT DATA
## 
##  Timespan                              2016 : 2021 
##  Sources (Journals, Books, etc)        2593 
##  Documents                             12526 
##  Average years from publication        3.27 
##  Average citations per documents       19.61 
##  Average citations per year per doc    4.197 
##  References                            589951 
##  
## DOCUMENT TYPES                     
##  article               10745 
##  article in press      1 
##  book                  7 
##  book chapter          124 
##  conference paper      1043 
##  data paper            37 
##  editorial             6 
##  letter                17 
##  note                  31 
##  retracted             3 
##  review                510 
##  short survey          2 
##  
## DOCUMENT CONTENTS
##  Keywords Plus (ID)                    46507 
##  Author's Keywords (DE)                28512 
##  
## AUTHORS
##  Authors                               38552 
##  Author Appearances                    70551 
##  Authors of single-authored documents  239 
##  Authors of multi-authored documents   38313 
##  
## AUTHORS COLLABORATION
##  Single-authored documents             269 
##  Documents per Author                  0.325 
##  Authors per Document                  3.08 
##  Co-Authors per Documents              5.63 
##  Collaboration Index                   3.13 
##  
## 
## Annual Scientific Production
## 
##  Year    Articles
##     2016     1542
##     2017     1820
##     2018     2133
##     2019     2345
##     2020     2408
##     2021     2278
## 
## Annual Percentage Growth Rate 8.116971 
## 
## 
## Most Productive Authors
## 
##    Authors        Articles Authors        Articles Fractionalized
## 1         ZHANG Y      206        ZHANG Y                    32.7
## 2         WANG Y       187        WANG Y                     31.9
## 3         LI Y         157        LIU Y                      28.2
## 4         LIU Y        155        LI Y                       25.0
## 5         LI X         144        LI X                       23.0
## 6         WANG J       143        WANG J                     22.8
## 7         WANG X       131        WANG X                     21.3
## 8         ZHANG X      121        LIU J                      20.4
## 9         CHEN X       118        ECTOR L                    19.8
## 10        YANG Y       111        CHEN X                     18.4
## 
## 
## Top manuscripts per citations
## 
##                              Paper                                         DOI   TC TCperYear  NTC
## 1  BRAY NL, 2016, NAT BIOTECHNOL            10.1038/nbt.3519                   3128       447 82.8
## 2  CHUN J, 2018, INT J SYST EVOL MICROBIOL  10.1099/ijsem.0.002516             1365       273 55.5
## 3  PARADA AE, 2016, ENVIRON MICROBIOL       10.1111/1462-2920.13023            1174       168 31.1
## 4  PARKS DH, 2018, NAT BIOTECHNOL           10.1038/nbt.4229                   1082       216 44.0
## 5  JAIN C, 2018, NAT COMMUN                 10.1038/s41467-018-07641-9          892       178 36.3
## 6  SONNENBURG ED, 2016, NATURE              10.1038/nature16504                 835       119 22.1
## 7  MARTENS B, 2017, GEOSCIENTIFIC MODEL DEV 10.5194/gmd-10-1903-2017            755       126 24.1
## 8  CHAUMEIL P-A, 2020, BIOINFORMATICS       10.1093/bioinformatics/btz848       691       230 63.0
## 9  ZHANG H, 2018, NUCLEIC ACIDS RES         10.1093/nar/gky418                  663       133 27.0
## 10 BURGER N, 2016, PROG POLYM SCI           10.1016/j.progpolymsci.2016.05.001  637        91 16.9
## 
## 
## Corresponding Author's Countries
## 
##           Country Articles   Freq  SCP MCP MCP_Ratio
## 1  CHINA              2306 0.2146 1559 747     0.324
## 2  USA                1598 0.1487 1120 478     0.299
## 3  GERMANY             563 0.0524  318 245     0.435
## 4  ITALY               470 0.0437  275 195     0.415
## 5  UNITED KINGDOM      397 0.0369  203 194     0.489
## 6  INDIA               383 0.0356  320  63     0.164
## 7  LUXEMBOURG          354 0.0329   90 264     0.746
## 8  AUSTRALIA           337 0.0314  178 159     0.472
## 9  FRANCE              331 0.0308  146 185     0.559
## 10 SPAIN               324 0.0302  173 151     0.466
## 
## 
## SCP: Single Country Publications
## 
## MCP: Multiple Country Publications
## 
## 
## Total Citations per Country
## 
##      Country      Total Citations Average Article Citations
## 1  USA                      43655                     27.32
## 2  CHINA                    37713                     16.35
## 3  GERMANY                  11201                     19.90
## 4  UNITED KINGDOM           10757                     27.10
## 5  ITALY                    10660                     22.68
## 6  AUSTRALIA                10195                     30.25
## 7  FRANCE                    6792                     20.52
## 8  SPAIN                     6597                     20.36
## 9  LUXEMBOURG                6168                     17.42
## 10 CANADA                    6022                     19.62
## 
## 
## Most Relevant Sources
## 
##                         Sources        Articles
## 1  REMOTE SENSING                           479
## 2  JOURNAL OF HYDROLOGY                     335
## 3  WATER RESOURCES RESEARCH                 297
## 4  HYDROLOGY AND EARTH SYSTEM SCIENCES      284
## 5  HYDROLOGICAL PROCESSES                   175
## 6  REMOTE SENSING OF ENVIRONMENT            171
## 7  SCIENTIFIC REPORTS                       171
## 8  WATER (SWITZERLAND)                      161
## 9  ENERGIES                                 160
## 10 APPLIED ENERGY                           139
## 
## 
## Most Relevant Keywords
## 
##    Author Keywords (DE)      Articles Keywords-Plus (ID)     Articles
## 1         EVAPOTRANSPIRATION      521     ARTICLE                1922
## 2         SOIL MOISTURE           457     SOIL MOISTURE          1803
## 3         REMOTE SENSING          407     EVAPOTRANSPIRATION     1625
## 4         DEMAND RESPONSE         193     REMOTE SENSING         1562
## 5         MACHINE LEARNING        160     GENETICS               1459
## 6         MODIS                   147     NONHUMAN               1392
## 7         CLIMATE CHANGE          145     METABOLISM             1286
## 8         NA                      145     CONTROLLED STUDY       1019
## 9         DATA ASSIMILATION       139     PHYLOGENY              1011
## 10        METAGENOMICS            136     RUNOFF                  859

Main Indicators: Publications, Authors, Countries (Graphical)

Cited references

Top 20 cited references (by corpus documents):

CR n
EDGAR, R.C., SEARCH AND CLUSTERING ORDERS OF MAGNITUDE FASTER THAN BLAST (2010) BIOINFORMATICS, 26, PP. 2460-2461 197
DUNCAN, D.B., MULTIPLE RANGE AND MULTIPLE F TESTS (1955) BIOMETRICS, 11, PP. 1-42 129
BOLGER, A.M., LOHSE, M., USADEL, B., TRIMMOMATIC: A FLEXIBLE TRIMMER FOR ILLUMINA SEQUENCE DATA (2014) BIOINFORMATICS, 30, PP. 2114-2120 101
MU, Q., ZHAO, M., RUNNING, S.W., IMPROVEMENTS TO A MODIS GLOBAL TERRESTRIAL EVAPOTRANSPIRATION ALGORITHM (2011) REMOTE SENS. ENVIRON., 115, PP. 1781-1800 99
BRYDE, D., BROQUETAS, M., VOLM, J.M., THE PROJECT BENEFITS OF BUILDING INFORMATION MODELLING (BIM) (2013) INTERNATIONAL JOURNAL OF PROJECT MANAGEMENT, 31 (7), PP. 971-980 96
MU, Q., HEINSCH, F.A., ZHAO, M., RUNNING, S.W., DEVELOPMENT OF A GLOBAL EVAPOTRANSPIRATION ALGORITHM BASED ON MODIS AND GLOBAL METEOROLOGY DATA (2007) REMOTE SENS. ENVIRON., 111, PP. 519-536 83
MU, Q., ZHAO, M., RUNNING, S.W., IMPROVEMENTS TO A MODIS GLOBAL TERRESTRIAL EVAPOTRANSPIRATION ALGORITHM (2011) REMOTE SENS. ENVIRON., 115 (8), PP. 1781-1800 74
EDGAR, R.C., HAAS, B.J., CLEMENTE, J.C., QUINCE, C., KNIGHT, R., UCHIME IMPROVES SENSITIVITY AND SPEED OF CHIMERA DETECTION (2011) BIOINFORMATICS, 27, PP. 2194-2200 73
EADIE, R., BROWNE, M., ODEYINKA, H., MCKEOWN, C., MCNIFF, S., BIM IMPLEMENTATION THROUGHOUT THE UK CONSTRUCTION PROJECT LIFECYCLE: AN ANALYSIS (2013) AUTOMATION IN CONSTRUCTION, 36, PP. 145-151 71
PARKS, D.H., IMELFORT, M., SKENNERTON, C.T., HUGENHOLTZ, P., TYSON, G.W., CHECKM: ASSESSING THE QUALITY OF MICROBIAL GENOMES RECOVERED FROM ISOLATES, SINGLE CELLS, AND METAGENOMES (2015) GENOME RES, 25, PP. 1043-1055 70
WAGNER, W., LEMOINE, G., ROTT, H., A METHOD FOR ESTIMATING SOIL MOISTURE FROM ERS SCATTEROMETER AND SOIL DATA (1999) REMOTE SENS. ENVIRON, 70, PP. 191-207 68
SEEMANN, T., PROKKA: RAPID PROKARYOTIC GENOME ANNOTATION (2014) BIOINFORMATICS, 30, PP. 2068-2069 63
WAGNER, W., LEMOINE, G., ROTT, H., A METHOD FOR ESTIMATING SOIL MOISTURE FROM ERS SCATTEROMETER AND SOIL DATA (1999) REMOTE SENS. ENVIRON., 70, PP. 191-207 59
PRIESTLEY, C.H.B., TAYLOR, R.J., ON THE ASSESSMENT OF SURFACE HEAT FLUX AND EVAPORATION USING LARGE-SCALE PARAMETERS (1972) MON. WEATHER REV., 100, PP. 81-92 58
ANDERSON, M.C., ALLEN, R.G., MORSE, A., KUSTAS, W.P., USE OF LANDSAT THERMAL IMAGERY IN MONITORING EVAPOTRANSPIRATION AND MANAGING WATER RESOURCES (2012) REMOTE SENS. ENVIRON., 122, PP. 50-65 57
AZHAR, S., BUILDING INFORMATION MODELING (BIM): TRENDS, BENEFITS, RISKS, AND CHALLENGES FOR THE AEC INDUSTRY (2011) LEADERSHIP AND MANAGEMENT IN ENGINEERING, 11 (3), PP. 241-252 57
STAMATAKIS, A., RAXML VERSION 8: A TOOL FOR PHYLOGENETIC ANALYSIS AND POST-ANALYSIS OF LARGE PHYLOGENIES (2014) BIOINFORMATICS, 30, PP. 1312-1313 57
MU, Q., HEINSCH, F.A., ZHAO, M., RUNNING, S.W., DEVELOPMENT OF A GLOBAL EVAPOTRANSPIRATION ALGORITHM BASED ON MODIS AND GLOBAL METEOROLOGY DATA (2007) REMOTE SENS. ENVIRON, 111, PP. 519-536 52
MU, Q., ZHAO, M., RUNNING, S.W., IMPROVEMENTS TO A MODIS GLOBAL TERRESTRIAL EVAPOTRANSPIRATION ALGORITHM (2011) REMOTE SENS. ENVIRON, 115, PP. 1781-1800 52
PARKS, D.H., IMELFORT, M., SKENNERTON, C.T., HUGENHOLTZ, P., TYSON, G.W., CHECKM: ASSESSING THE QUALITY OF MICROBIAL GENOMES RECOVERED FROM ISOLATES, SINGLE CELLS, AND METAGENOMES (2015) GENOME RES., 25, PP. 1043-1055 52

Additional analysis

Authors, Themes & Journals

Endnotes

All results are preliminary so far…